Abstract
Birds are high profile elements of the vertebrate biota in almost all terrestrial ecosystems worldwide. Many studies have uncovered evidence of a decline in bird biodiversity, but temporal patterns of change vary among ecosystems and among bird species with different life history traits. Ecosystem-specific, long-term studies are critical for identifying patterns of temporal change in bird biodiversity and the drivers of that change. Here we present a case study of drivers of temporal change in the bird fauna of the Mountain Ash and Alpine Ash eucalypt forests of south-eastern Australia. Using insights from observational studies and experiments conducted over the past 18 years, we discuss the direct and interactive effects of fire and logging on birds. The extent and severity of wildfires have major negative effects on almost all bird species, and have persisted for more than a decade after the last major conflagration (in 2009). Logging has markedly different effects on birds than those quantified for fire, and may have resulted in elevated levels of site occupancy in remaining uncut areas in the landscape. Both fire and logging have led to marked losses in the extent of old growth forest in Mountain Ash and Alpine Ash ecosystems. This is a concern given the strong association of most species of birds with old forest relative to younger age cohorts. Based on an understanding of the effects of fire and logging as drivers of change, we propose a series of inter-related management actions designed to enhance the conservation of avifauna in Mountain Ash and Alpine Ash ecosystems. A particular focus of management must be on increasing the interval between fires and limiting the spatial extent of wildfires and, in turn, significantly expanding the extent of old growth forest. This is because old growth forest is where most bird species are most likely to occur, and in the event of future wildfires, where fire severity will be lowest. Expansion of the old growth estate will require commercial logging operations to be excluded from large parts of Mountain Ash and Alpine Ash forests.
Introduction
Birds are a high profile component of almost all terrestrial ecosystems worldwide (Gill, ). Numerous studies have highlighted the extent to which avifauna are declining in many parts of the world [Sanderson et al., ; Ceballos et al., ; Intergovernmental Science-policy Platform on Biodiversity and Ecosystem Services (IPBES), ]. However, patterns of temporal change are not consistent across regions, nor between groups of birds [e.g., large vs. small-bodied species, common vs. rare species (Inger et al., ; Lindenmayer et al., )]. Detailed long-term ecosystem-level studies are therefore essential for quantifying patterns of temporal change in populations of birds and identifying the drivers of those changes. Indeed, such an approach is critical for developing informed conservation programs that are both ecologically effective and cost effective (Sodhi and Ehrlich, ; Wintle et al., ; Lindenmayer et al., ).
Here we provide a general synthesis of the change in avifauna over the past 18 years in the iconic wet eucalypt Mountain Ash (Eucalyptus regnans) and Alpine Ash (Eucalyptus delegatensis) forest ecosystems in mainland south-eastern Australia. A particular focus of this article is on temporal responses of birds to the drivers of change in these ecosystems, especially high-severity wildfire, clearcut logging, and their interaction. Climate change is also emerging as both a direct and indirect driver of change in the bird fauna of Mountain Ash and Alpine Ash forest ecosystems, especially through its impacts on altered fire regimes (sensu Keeley, ; Boer et al., ). Given the challenges facing the conservation of bird biodiversity in these ecosystems, the final part of this paper is dedicated to a discussion of management policies and strategies that should be implemented to enhance the protection of the avifauna in Mountain Ash and Alpine Ash forests.
Study Area and Background Datasets
This case study is focused on the Mountain Ash and Alpine Ash forests of the Central Highlands of Victoria, south-eastern Australia (Figure 1A). Mountain Ash forests are dominated by Mountain Ash (Eucalyptus regnans) trees, the tallest flowering plants on earth, which can exceed 90 m in height (Ashton, ). Alpine Ash (Eucalyptus delegatensis) forests are also spectacular with trees approaching 50–60 m in height (Boland et al., ). These forests support a diverse understorey consisting of midstorey Acacia species, broad leaved shrubs including Olearia agrophylla, Bedfordia arborescens, tree-ferns, and a mesic ground layer rich in fern and herb species (Blair et al., ; Bowd et al., ;Bowd et al., ).
Figure 1
Mountain Ash and Alpine Ash ecosystems support a wide range of bird species (Loyn, ) that comprise many functional groups from large nocturnal predators to small diurnal leaf-gleaning species. We have recorded a total of 79 species of birds in repeated field surveys since 2004. The bird assemblages in Mountain Ash and Alpine Ash forests include a number of taxa of conservation concern (Taylor and Lindenmayer, ). For example, they are strongholds for species such as the Eastern Yellow Robin (Eopsaltria australis), Flame Robin (Petroica phoenicea), and Crested Shrike-tit (Falcunculus frontatus) which are declining markedly elsewhere in their respective distributions (Montague-Drake et al., ; Lindenmayer et al., ). These forests are also important for species such as the Sooty Owl (Tyto tenebricosa) and Masked Owl (Tyto novaehollandiae) which are of conservation concern throughout much of their range in eastern Australia (Debus et al., ).
Mountain Ash and Alpine Ash ecosystems sometimes support areas of cool temperate rainforest within, or adjacent to them (Lindenmayer et al., ). However, there are few differences in bird assemblages between ash-type forests and cool temperate rainforest (Lindenmayer et al., ) and we do not consider the avifauna of rainforest further in the remainder of this paper.
Fire is the primary form of natural disturbance in Mountain Ash and Alpine Ash forests (Figure 1B). These obligate seeder eucalypts are typically killed by fire, although they require fire to stimulate natural regeneration from canopy stored seed (Smith et al., ). While these ecosystems have coevolved with fire, they are vulnerable to decline under short fire return intervals (<every 30 years) that prevent tree species from maturing to an age where they produce viable numbers of seeds (Ashton, ; Bowman et al., ; Enright et al., ). The natural fire regime in Mountain Ash and Alpine Ash forests is high-intensity and high-severity stand-replacing wildfire that occurs every 75–150 years (McCarthy et al., ) (Figure 2A). However, there appears to have been an increase in the frequency of fires (and a reduction in the interval between fires) in the past century (Lindenmayer and Taylor, ; Cary et al., ) with major conflagrations in 1926, 1932, 1939, 1983, and 2009. There have also been less extensive wildfires in 1908, 1918–1919, 1948, and 2019.
Figure 2
Clearcut logging is the primary form of human disturbance in Mountain Ash and Alpine Ash forests (Figures 1B, 2B) and extensive areas of forest have been harvested in the past 50 years (Taylor and Lindenmayer, ). Under such operations, all merchantable trees within stands of approximately 15–40 ha in area are cut with the remaining non-merchantable trees and understorey vegetation then left to dry before being burnt in a high-intensity fire lit to promote the regeneration of a new stand (Flint and Fagg, ). In more recent times, there have been attempts to reduce the environmental impacts of logging operations by moving to alternative forms of harvesting to clearcutting, such as by using variable retention harvest systems (sensu Fedrowitz et al., ). Under such silvicultural systems, parts of the original stand are retained during logging operations (Lindenmayer et al., ). However, they have remained high-intensity logging operations and continue to resemble conventional clearcuts (see Figure 3).
Figure 3
A second form of logging in Mountain Ash and Alpine Ash forests is post-fire “salvage” logging (Noble, ; Lindenmayer and Ough, ) (Figure 2C). The harvest method for salvage logging is similar to that of clearcutting, except that the sequence of “treatments” is reversed. That is, following a wildfire, all potentially merchantable burnt trees are removed. Sometimes a second (deliberate) burn is applied to remove logging slash (such as tree heads, lateral branches and disturbed understorey vegetation) and, in turn, promote the regeneration of a new stand of young regrowth trees after salvage logging operations have been completed (Lindenmayer et al., ).
Bird Surveys
Mountain Ash and Alpine Ash forests have been targeted for extensive, repeated surveys of birds on an almost annual basis since 2004. The work on birds has entailed both observational studies and true experiments (sensu Cunningham and Lindenmayer, ). Details of these investigations are summarized in Table 1. Results from these respective studies have provided the basis for this synthesis article.
Table 1
| Study | Description | Number of sites and survey period | Citations |
|---|---|---|---|
| Long-term monitoring (observational study) | Repeated counts conducted on a predominantly annual basis at permanent, long-term 1 ha sites first established in 2004. Sites range in disturbance history, stand attributes (e.g., age), and environmental characteristics (e.g., slope, aspect, time since fire) | 88 sites 2004–ongoing | Lindenmayer et al., , , |
| Snapshot study of eucalypt forests vs. rainforests (observational study) | Repeated counts of birds at 1 ha sites in Mountain Ash forest and cool temperate rainforest sites | 60 sites in Mountain Ash forest and 24 sites in cool temperate rainforest 2006–2007 | Lindenmayer et al., |
| Variable retention harvesting experiment (true experiment) | Repeated counts conducted on a predominantly annual basis at sites subject to different timber harvesting treatments–clearcutting, variable retention (with retained islands of either 0.5 or 1.5 ha), and uncut controls | 28 sites 2003–ongoing | Lindenmayer et al., |
| Salvage logging experiment (combination of true experiment and observational studies) | Repeated counts conducted on a predominantly annual basis at sites subject to different timber harvesting treatments–post-fire (salvage) clearcutting, post-fire variable retention harvesting [small (0.5 ha) and large (1.5 ha) retained islands], and uncut but burned areas | 28 sites2010–ongoing | Lindenmayer et al., |
Summary of the range of studies of birds conducted in the Mountain Ash and Alpine Ash forests of the Central Highlands of Victoria.
The datasets in the studies outlined in Table 1 have been gathered in broadly the same way, using repeated point interval counts (Pyke and Recher, ) along a permanent transect established at a given site. All surveys have been conducted in late November of a given year, which is the time when spring migrants have arrived and are actively calling. Birds are surveyed at least twice by different observers and on different days in an attempt to limit the effects of observer heterogeneity and day effects on datasets (see Cunningham et al., ). Broad consistency in bird counting protocols has enabled the integration of datasets to answer particular questions, such as bird responses across a disturbance intensity gradient (Lindenmayer et al., ) and comparisons of bird assemblages between ash-type forests and cool temperate rainforest (Lindenmayer et al., ).
Allied with the work on counting birds on long-term sites and experiments, extensive data have also been gathered on the vegetation structure, plant species composition, disturbance history, and stand age at each survey site. Such surveys include measurements of the abundance and condition of large old trees (Lindenmayer et al., ,) and the abundance and richness of vascular plant species and plant life forms (Blair et al., ; Bowd et al., ). We also have gathered data on spatio-temporal changes in landscape-level forest cover (including the age of the forest) surrounding each site that has resulted from wildfire (at varying levels of severity) and clearcut logging (Lindenmayer et al., ; Taylor and Lindenmayer, ). These data have been used to develop sets of covariates for use in analyses of the factors influencing the occurrence of birds (including patterns of temporal change) (e.g., Lindenmayer et al., ). They have also been used to assist in the interpretation of the results of experimental studies (Lindenmayer et al., ).
Temporal Patterns of Change in Site Occupancy
Data gathered from repeated surveys over the past ~20 years indicate that 79 bird species inhabit Mountain Ash and Alpine Ash forests. Of these, approximately half are detected sufficiently frequently (>5% of detections from site x year surveys combined over the duration of studies) to enable detailed statistical analyses. Overall, 24 species have exhibited strong evidence of a decline, with temporal patterns for eight example taxa shown in Figure 4. Examples of other species exhibiting temporal declines (in addition to those in Figure 4) include the Superb Lyrebird (Menura novaehollandiae) and the Pied Currawong (Strepera graculina) (Lindenmayer et al., ). One species, the Flame Robin, exhibited a trend for a strong temporal increase over the duration of our studies.
Figure 4
Many bird species are responding to factors that are changing through time. For example, as outlined in the following section of this article, statistical analyses have revealed complex interactions between the occurrence of bird species, time, and the amount of fire in the landscape (Lindenmayer et al.,
Drivers of Change in the Bird Fauna of Mountain Ash and Alpine Ash Forest
Loss of Old Growth Forest
Our analyses of the habitat requirements of birds in Mountain Ash and Alpine Ash forests indicate a strong positive association between the occurrence of most bird species and the presence of old growth forest (Lindenmayer et al.,
As the extent of old growth forest has been declining, populations of key elements of old growth forest such as large old trees have also been in rapid decline (Lindenmayer et al.,
Fire
The impacts of wildfire on the bird fauna of Mountain Ash and Alpine Ash forests have been profound. The last major wildfire in the Central Highlands region occurred in 2009, and resulted in depressed levels of bird species richness (Figure 5). Site-level occurrence of the vast majority of species (84%) was negatively associated with the amount of burnt forest in the surrounding landscape (Lindenmayer et al.,
Figure 5

Temporal changes in bird species richness and the amount of fire in 2009 in landscape surrounding long-term field sites in the Mountain Ash and Alpine Ash forests of the Central Highlands of Victoria (modified from Lindenmayer et al.,
An important outcome of studies of fire effects on birds is that current levels of bird species richness are greatest in areas where richness was highest prior to fire (Lindenmayer et al.,
Logging
None of our long-term sites have been logged between 2004 and 2019 when surveys were conducted. However, the landscapes surrounding many of our sites have been subject to widespread clearcutting. We have found evidence of relationships between patterns of temporal change for some individual species and the amount of logging in the landscape. Most of these relationships are positive, with birds more likely to be detected in long-term sites with increasing amounts of logging in the surrounding landscape (Lindenmayer et al.,
In contrast to work conducted at our long-term sites where timber harvesting is excluded, sites surveyed for birds in the variable retention harvesting experiment and the salvage logging experiment (see Table 1) have been logged. Results from the variable retention harvesting experiment show that logging has negative effects on bird biodiversity (Lindenmayer et al.,
Figure 6

Plot-level mean bird species richness at unlogged control sites, cutblocks subject to variable retention harvesting, and conventional clearcut blocks (redrawn from Lindenmayer et al.,
Logging has other impacts on forest structure that may, in turn, influence patterns of occurrence of birds. For example, clearcutting results in a major reduction in mesic elements of forests such as tree ferns (Blair et al.,
Fire and Logging
Post-fire (salvage) logging has been practiced following major conflagrations in Mountain Ash and Alpine Ash forests since the 1940s (Noble,
Interactions Among Drivers
Salvage logging is an interaction chain (sensu Foster et al.,
Other stand-age fire severity relationships may have implications for birds. For example, forests that are young when they are burned have fewer biological legacies (sensu Franklin et al.,
General Discussion
Based on a brief synthesis of key outcomes from several empirical studies over almost two decades, we have presented a case study of the responses of bird fauna to key drivers of change in the Mountain Ash and Alpine Ash forest ecosystems in mainland south-eastern Australia. The work has highlighted the impacts of wildfire, logging, and the interactions between these drivers (e.g., post-fire salvage logging) on bird biodiversity. Such drivers of change are seen in numerous forests globally (Hutto et al.,
The empirical studies to date in Mountain Ash and Alpine Ash forests suggest that temporal changes in birds are strongly influenced, not only by the direct effects of key drivers such as fire and logging which can kill animals or trigger concentration effects in undisturbed areas, but also interactions among disturbances which can have compounding effects. These include: (a) wildfire reducing the amount of old growth forest (Lindenmayer and Taylor,
Figure 7

Direct and interacting drivers of temporal change in bird fauna in Mountain Ash and Alpine Ash forests in south-eastern mainland Australia.
Table 2
| Recommended action | Description | Citations |
|---|---|---|
| Conserve all existing stands of old growth forest | All areas of old growth Mountain Ash and Alpine Ash forest should be exempt from logging because of their importance for bird fauna in these forests. The definition of old growth should revert to being stands dating from before 1900 to ensure that late stage mature forest (that is close to developing into old growth) is not logged. | Lindenmayer and Taylor, |
| Significantly expand the extent of the old growth estate | Areas that are presently advanced regrowth forest (e.g., stands that are ~80 years old and which regenerated after the 1939 wildfires) should be exempt from logging and protected so they can mature and become old growth forest | |
| Protect all existing large old trees | Large living and dead old hollow-bearing trees are critical habitat elements for many species of birds, but populations are declining rapidly. They need to be protected by buffers of unlogged forest to reduce the rate at which they are collapsing | Lindenmayer, |
| Ensure that islands of intact forest are retained within areas subject to logging operations | The impacts of logging on bird fauna in Mountain Ash forests can be mitigated by employing Variable Retention Harvesting systems as an alternative to conventional clearcutting | Lindenmayer et al., |
| Ban post-fire (salvage) logging operations | Post-fire (salvage) logging is the most detrimental form of logging in Mountain Ash and Alpine Ash forests. It can set back the recovery of habitats for fauna by up to 200 years, especially for cavity-dependent taxa. Post-fire logging should not occur in old growth forests that have been burnt given the prevalence of key biological legacies (such as large fire-scarred trees) in these areas. | Lindenmayer et al., |
Summary of possible management actions to promote the conservation of birds in the Mountain Ash and Alpine Ash forests of the Central Highlands of Victoria.
Strategies for Mitigating the Drivers of Temporal Change in Birds
Fire is a key driver of change in Mountain Ash and Alpine Ash ecosystems. Extensive fires have had direct effects on birds [presumably by killing them (Keith et al.,
Efforts to reduce the risks of fire in Mountain Ash and Alpine Ash ecosystems will require expanding the currently very limited areas of old growth forest (as this is where fire severity is lowest) (Lindenmayer and Taylor,
Beyond greater protection of stands of old growth forest, there also will be a need to protect some areas of younger forest that have the potential of growing through to become old growth (in the absence of further disturbance). For example, the oldest forests in the Central Highlands region (other than the limited areas of old growth forest), are stands that regenerated following wildfires in 1939. These 80+ year stands are the next nearest old growth and we argue that they should be exempt from logging as part of an old growth restoration strategy in Mountain Ash and Alpine Ash forests. Notably, population viability analyses have suggested that greater levels of protection to eventually expand the extent of the old growth estate will be critical for the long-term conservation of birds of conservation concern such as the Sooty Owl in the Central Highlands region (Taylor et al.,
In the event of future fires, we suggest that the forest policies that result in salvage logging should be abandoned. This is because of the highly detrimental impacts that these forestry operations have on bird biodiversity both directly, and indirectly through impacts on other forest elements including the composition and structure of vegetation communities (Blair et al.,
Given that old growth Mountain Ash and Alpine Ash forests are rare, and it will take a prolonged period to recruit new cohorts of such age classes, remaining large old trees in regrowth forests are likely to be important for some elements of bird biodiversity. However, they are at risk of collapse when surrounding areas are logged (Lindenmayer et al.,
Caveats and Limitations
The collective set of studies in Mountain Ash and Alpine Ash has focused largely on birds for which sufficient data can be gathered from standardized, routine, repeated surveys to facilitate subsequent statistical analyses. However, some key species of conservation concern like large forest owls (e.g., the Sooty Owl) are not detected by conventional diurnal counting protocols; fit-for-purpose studies are needed to understand both temporal changes in populations and the drivers underpinning those changes (e.g., Milledge et al.,
The focus of this paper has been on key drivers of change in Mountain Ash and Alpine Ash forests and their implications for bird biodiversity. One major driver that has not been explicitly considered to date is climate change. The direct impacts on birds resulting from likely reduced rainfall and increased temperatures that are likely to manifest in the Central Highlands region have, to date, not been modeled. However, the impacts are likely to be substantial. For example, elevated temperatures and marked rainfall deficits preceding the 2009 wildfires appeared to contribute to widespread death of large old trees in the Central Highlands region (Lindenmayer et al.,
Statements
Data availability statement
The original contributions presented in the study are included in the article/supplementary materials, further inquiries can be directed to the corresponding author.
Ethics statement
The animal study was reviewed and approved by ANU Animal Experimentation Ethics Committee.
Author contributions
The idea for the paper was developed by DL and EB who wrote the paper together. DL led the research the paper was drawn from. LM completed the on ground field work and compiled the data. All authors contributed to the article and approved the submitted version.
Acknowledgments
Many of the insights summarized in this paper could not have been generated without the significant input of three outstanding statisticians; Professor Ross Cunningham, the late Professor Jeff Wood, and Associate-Professor Wade Blanchard. Tabitha Boyer assisted with many aspects of manuscript preparation. Dr. Chris Taylor assisted with the development of maps in Figure 1. The late Dr. Dave Blair assisted with of research and monitoring co-ordination over the past 10 years.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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Summary
Keywords
mountain ash forest, logging, fire, landscape change, interacting drivers, old growth forest, birds (Australian terrestrial), Mountain Ash Eucalyptus regnans
Citation
Lindenmayer D, Bowd E and McBurney L (2021) Long-Term Empirical Studies Highlight Multiple Drivers of Temporal Change in Bird Fauna in the Wet Forests of Victoria, South-Eastern Australia. Front. Ecol. Evol. 9:610147. doi: 10.3389/fevo.2021.610147
Received
25 September 2020
Accepted
12 January 2021
Published
11 February 2021
Volume
9 - 2021
Edited by
Natalia Ocampo-Peñuela, ETH Zürich, Switzerland
Reviewed by
Dan Cogalniceanu, Ovidius University, Romania; Carl R. Gosper, Department of Biodiversity, Conservation and Attractions (DBCA), Australia
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© 2021 Lindenmayer, Bowd and McBurney.
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*Correspondence: David Lindenmayer david.lindenmayer@anu.edu.au
This article was submitted to Conservation and Restoration Ecology, a section of the journal Frontiers in Ecology and Evolution
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